evolve SKILL.md skillA
evolve from dataart/artisyn-implementation-harness is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add dataart/artisyn-implementation-harness/evolve@git:20260915.7499382Pins git:20260915.7499382 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- dataart/artisyn-implementation-harness
- Path
.claude/skills/evolve/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260915.7499382, committed Sep 15, 2026
- Size
- 1,339 bytes
- Repository stars
- 8
- License
- MIT
Improve harness skills, agents, workflows, and conventions from observed friction or a concrete improvement request. Supports reflect, triage, validate, and adopt; use for harness improvements rather than ordinary product changes.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Evolve Turn observed practice into a validated, integrated harness improvement. Route $ARGUMENTS with [the stage router](references/00-router.md). Load only the current stage, its required interfaces, and relevant source files. Bare /evolve triages pending reflections; clarify the candidate when several match. Reflect is a capture-only operation. An explicit stage runs that stage only. Triage includes drafting and stops with inactive candidates by default. Validation and adoption run when requested. There is no session-continuation or automatic phase-resumption protocol. For candidate work, apply [native task tracking](patterns/task-tracking.md). Record decisions and evidence in the candidate report before a handoff. File presence alone does not prove completion. Existing user authorization governs execution. Request acceptance of the concrete candidate before adoption unless already authorized. Preserve project-specific instructions and respect the selected provider's paths and root instruction file. The lifecycle ends with verified local adoption.
Read the whole file at its exact version.
How to install
mdr add dataart/artisyn-implementation-harness/evolve@sha256:d2d534590588d7bbThe line at the top of this page pins the label git:20260915.7499382, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_6v4mfdxli2g2cl27)
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Versions
The registry has recorded 1 version of this file, committed on Sep 15, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (1339 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
dataart/artisyn-implementation-harness · 8 stars · license MIT · pushed 2026-11-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6v4mfdxli2g2cl27 GET https://markdownregistry.com/api/v1/resolve?ref=dataart/artisyn-implementation-harness/evolve GET https://markdownregistry.com/api/v1/blob/d2d534590588d7bbfa21d99f1c70eb24aa3790264f59fd6dabbead73ad7bdd2f
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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